{"id":"W7083582021","doi":"10.20381/ruor-31414","title":"Essays on Labour Economics","year":2025,"lang":"en","type":"dissertation","venue":"University of Ottawa - Library","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Unemployment rate; Labour supply; Gender gap; Coronavirus disease 2019 (COVID-19); Business cycle; Pandemic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001632961,0.001095479,0.0008336131,0.002217361,0.002386615,0.004383287,0.0009543448,0.003122308,0.04370987],"category_scores_gemma":[0.004920677,0.0003581287,0.0007855544,0.003597511,0.004949625,0.004280283,0.001928159,0.003967207,0.01387003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007601109,"about_ca_system_score_gemma":0.004567172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01572674,"about_ca_topic_score_gemma":0.01273713,"domain_scores_codex":[0.9986815,0.0003938362,0.00007060185,0.000189645,0.0004774066,0.0001870127],"domain_scores_gemma":[0.9983157,0.0009647888,0.00008965893,0.000160692,0.0003605483,0.000108655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001854348,0.00002939644,0.0004034087,0.0002656938,0.00001250644,0.00005355136,0.0007323835,0.0004553422,0.0000651091,0.5372047,0.4058854,0.05487397],"study_design_scores_gemma":[0.000003760227,0.000007668946,0.0004625527,0.0004022345,0.000002132313,0.00003617312,0.0003318177,0.00009750845,0.00001657738,0.09064388,0.9079901,0.000005500505],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001764278,0.2781348,0.004583562,0.1604343,0.01585525,0.00005115303,0.0008111501,0.0001101653,0.5382554],"genre_scores_gemma":[0.07986935,0.3105954,0.003194,0.03949868,0.03215934,0.0001871616,0.0008551962,0.0002668899,0.533374],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04370987,"threshold_uncertainty_score":0.1462241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006270546171011566,"score_gpt":0.1660958293046163,"score_spread":0.1598252831336048,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}